Connectionism (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Connectionism" in English language version.

refsWebsite

Global rank English rank

28doi.org

2^nd place

17worldcat.org

5^th place

9semanticscholar.org

11^th place

8^th place

8nih.gov

4^th place

6harvard.edu

18^th place

17^th place

5books.google.com

3^rd place

3handle.net

102^nd place

76^th place

3arxiv.org

69^th place

59^th place

2archive.org

6^th place

1utm.edu

1,379^th place

1,175^th place

1stanford.edu

179^th place

183^rd place

1encephalos.gr

low place

1sussex.ac.uk

6,651^st place

4,464^th place

1sjsu.edu

6,511^th place

4,308^th place

1springer.com

274^th place

309^th place

1web.archive.org

1^st place

1ieee.org

652^nd place

515^th place

1sciencedirect.com

149^th place

178^th place

1sagepub.com

731^st place

638^th place

1nature.com

234^th place

397^th place

1lscp.net

low place

1umich.edu

459^th place

360^th place

1cambridge.org

305^th place

264^th place

1aaai.org

9,352^nd place

5,696^th place

aaai.org

ojs.aaai.org

Zhang, Heng; Jiang, Guifei; Quan, Donghui (2025-04-11). "A Theory of Formalisms for Representing Knowledge". Proceedings of the AAAI Conference on Artificial Intelligence. 39 (14): 15257–15264. arXiv:2412.11855. doi:10.1609/aaai.v39i14.33674. ISSN 2374-3468.

archive.org

Boden, Margaret (2006). Mind as Machine: A History of Cognitive Science. Oxford: Oxford U.P. p. 914. ISBN 978-0-262-63268-3.
Marcus, Gary F. (2001). The Algebraic Mind: Integrating Connectionism and Cognitive Science (Learning, Development, and Conceptual Change). Cambridge, Massachusetts: MIT Press. pp. 27–28. ISBN 978-0-262-63268-3.

arxiv.org

Schmidhuber, Jürgen (2022). "Annotated History of Modern AI and Deep Learning". arXiv:2212.11279 [cs.NE].
Graves, Alex (2014). "Neural Turing Machines". arXiv:1410.5401 [cs.NE].
Zhang, Heng; Jiang, Guifei; Quan, Donghui (2025-04-11). "A Theory of Formalisms for Representing Knowledge". Proceedings of the AAAI Conference on Artificial Intelligence. 39 (14): 15257–15264. arXiv:2412.11855. doi:10.1609/aaai.v39i14.33674. ISSN 2374-3468.

books.google.com

Wilson, Elizabeth A. (2016-02-04). Neural Geographies: Feminism and the Microstructure of Cognition. Routledge. ISBN 978-1-317-95876-5.
Browne, A. (1997-01-01). Neural Network Perspectives on Cognition and Adaptive Robotics. CRC Press. ISBN 978-0-7503-0455-9.
Pfeifer, R.; Schreter, Z.; Fogelman-Soulié, F.; Steels, L. (1989-08-23). Connectionism in Perspective. Elsevier. ISBN 978-0-444-59876-9.
Ivakhnenko, A. G.; Grigorʹevich Lapa, Valentin (1967). Cybernetics and forecasting techniques. American Elsevier Pub. Co.
Ivakhnenko, A. G. (1973). Cybernetic Predicting Devices. CCM Information Corporation.

cambridge.org

Van Gelder, Tim (1998), "The dynamical hypothesis in cognitive science", Behavioral and Brain Sciences, 21 (5): 615–28, discussion 629–65, doi:10.1017/S0140525X98001733, PMID 10097022, retrieved 28 May 2022

doi.org

McCulloch, Warren S.; Pitts, Walter (1943-12-01). "A logical calculus of the ideas immanent in nervous activity". The Bulletin of Mathematical Biophysics. 5 (4): 115–133. doi:10.1007/BF02478259. ISSN 1522-9602.
Berkeley, Istvan S. N. (2019). "The Curious Case of Connectionism". Open Philosophy. 2019 (2): 190–205. doi:10.1515/opphil-2019-0018. S2CID 201061823.
Schneider, Walter (1987). "Connectionism: Is it a Paradigm Shift for Psychology?". Behavior Research Methods, Instruments, & Computers. 19: 73–83. doi:10.1515/opphil-2019-0018. S2CID 201061823.
Smolensky, Paul (1999). "Grammar-based Connectionist Approaches to Language". Cognitive Science. 23 (4): 589–613. doi:10.1207/s15516709cog2304_9.
Novo, María-Luisa; Alsina, Ángel; Marbán, José-María; Berciano, Ainhoa (2017). "Connective Intelligence for Childhood Mathematics Education". Comunicar (in Spanish). 25 (52): 29–39. doi:10.3916/c52-2017-03. hdl:10272/14085. ISSN 1134-3478.
Zorzi, Marco; Testolin, Alberto; Stoianov, Ivilin P. (2013-08-20). "Modeling language and cognition with deep unsupervised learning: a tutorial overview". Frontiers in Psychology. 4: 515. doi:10.3389/fpsyg.2013.00515. ISSN 1664-1078. PMC 3747356. PMID 23970869.
Crick, Francis (January 1989). "The recent excitement about neural networks". Nature. 337 (6203): 129–132. Bibcode:1989Natur.337..129C. doi:10.1038/337129a0. ISSN 1476-4687. PMID 2911347. S2CID 5892527.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687. S2CID 205001834.
Fitz, Hartmut; Chang, Franklin (2019-06-01). "Language ERPs reflect learning through prediction error propagation". Cognitive Psychology. 111: 15–52. doi:10.1016/j.cogpsych.2019.03.002. hdl:21.11116/0000-0003-474F-6. ISSN 0010-0285. PMID 30921626. S2CID 85501792.
Brush, Stephen G. (1967). "History of the Lenz-Ising Model". Reviews of Modern Physics. 39 (4): 883–893. Bibcode:1967RvMP...39..883B. doi:10.1103/RevModPhys.39.883.
McCulloch, Warren S.; Pitts, Walter (1943-12-01). "A logical calculus of the ideas immanent in nervous activity". The Bulletin of Mathematical Biophysics. 5 (4): 115–133. doi:10.1007/BF02478259. ISSN 1522-9602.
Caldwell, Bruce (2004). "Some Reflections on F.A. Hayek's The Sensory Order". Journal of Bioeconomics. 6 (3): 239–254. doi:10.1007/s10818-004-5505-9. ISSN 1387-6996. S2CID 144437624.
Robbins, H.; Monro, S. (1951). "A Stochastic Approximation Method". The Annals of Mathematical Statistics. 22 (3): 400. doi:10.1214/aoms/1177729586.
Amari, S.-I. (November 1972). "Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements". IEEE Transactions on Computers. C-21 (11): 1197–1206. doi:10.1109/T-C.1972.223477. ISSN 0018-9340.
Olazaran, Mikel (1993-01-01), "A Sociological History of the Neural Network Controversy", in Yovits, Marshall C. (ed.), Advances in Computers Volume 37, vol. 37, Elsevier, pp. 335–425, doi:10.1016/S0065-2458(08)60408-8, ISBN 978-0-12-012137-3, retrieved 2024-08-07
Olazaran, Mikel (August 1996). "A Sociological Study of the Official History of the Perceptrons Controversy". Social Studies of Science. 26 (3): 611–659. doi:10.1177/030631296026003005. ISSN 0306-3127.
Hopfield, J J (April 1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy of Sciences. 79 (8): 2554–2558. Bibcode:1982PNAS...79.2554H. doi:10.1073/pnas.79.8.2554. ISSN 0027-8424. PMC 346238. PMID 6953413.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687.
Cybenko, G. (1989-12-01). "Approximation by superpositions of a sigmoidal function". Mathematics of Control, Signals and Systems. 2 (4): 303–314. Bibcode:1989MCSS....2..303C. doi:10.1007/BF02551274. ISSN 1435-568X.
Sammut, Claude; Webb, Geoffrey I., eds. (2010), "TD-Gammon", Encyclopedia of Machine Learning, Boston, MA: Springer US, pp. 955–956, doi:10.1007/978-0-387-30164-8_813, ISBN 978-0-387-30164-8, retrieved 2023-12-25
Chang, Franklin (2002). "Symbolically speaking: a connectionist model of sentence production". Cognitive Science. 26 (5): 609–651. doi:10.1207/s15516709cog2605_3. ISSN 1551-6709.
Smolensky, Paul (1990). "Tensor Product Variable Binding and the Representation of Symbolic Structures in Connectionist Systems" (PDF). Artificial Intelligence. 46 (1–2): 159–216. doi:10.1016/0004-3702(90)90007-M.
Shastri, Lokendra; Ajjanagadde, Venkat (September 1993). "From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony". Behavioral and Brain Sciences. 16 (3): 417–451. doi:10.1017/S0140525X00030910. ISSN 1469-1825. S2CID 14973656.
Ellis, Nick C. (1998). "Emergentism, Connectionism and Language Learning" (PDF). Language Learning. 48 (4): 631–664. doi:10.1111/0023-8333.00063.
Van Gelder, Tim (1998), "The dynamical hypothesis in cognitive science", Behavioral and Brain Sciences, 21 (5): 615–28, discussion 629–65, doi:10.1017/S0140525X98001733, PMID 10097022, retrieved 28 May 2022
Beer, Randall D. (March 2000). "Dynamical approaches to cognitive science". Trends in Cognitive Sciences. 4 (3): 91–99. doi:10.1016/s1364-6613(99)01440-0. ISSN 1364-6613. PMID 10689343. S2CID 16515284.
H. Maurer: Cognitive science: Integrative synchronization mechanisms in cognitive neuroarchitectures of the modern connectionism. CRC Press, Boca Raton/FL, 2021, ISBN 978-1-351-04352-6. https://doi.org/10.1201/9781351043526
Zhang, Heng; Jiang, Guifei; Quan, Donghui (2025-04-11). "A Theory of Formalisms for Representing Knowledge". Proceedings of the AAAI Conference on Artificial Intelligence. 39 (14): 15257–15264. arXiv:2412.11855. doi:10.1609/aaai.v39i14.33674. ISSN 2374-3468.

encephalos.gr

"Encephalos Journal". www.encephalos.gr. Retrieved 2018-02-20.

handle.net

hdl.handle.net

Novo, María-Luisa; Alsina, Ángel; Marbán, José-María; Berciano, Ainhoa (2017). "Connective Intelligence for Childhood Mathematics Education". Comunicar (in Spanish). 25 (52): 29–39. doi:10.3916/c52-2017-03. hdl:10272/14085. ISSN 1134-3478.
Fitz, Hartmut; Chang, Franklin (2019-06-01). "Language ERPs reflect learning through prediction error propagation". Cognitive Psychology. 111: 15–52. doi:10.1016/j.cogpsych.2019.03.002. hdl:21.11116/0000-0003-474F-6. ISSN 0010-0285. PMID 30921626. S2CID 85501792.
Edward Thorndike (1931) Human Learning, page 122

harvard.edu

ui.adsabs.harvard.edu

Crick, Francis (January 1989). "The recent excitement about neural networks". Nature. 337 (6203): 129–132. Bibcode:1989Natur.337..129C. doi:10.1038/337129a0. ISSN 1476-4687. PMID 2911347. S2CID 5892527.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687. S2CID 205001834.
Brush, Stephen G. (1967). "History of the Lenz-Ising Model". Reviews of Modern Physics. 39 (4): 883–893. Bibcode:1967RvMP...39..883B. doi:10.1103/RevModPhys.39.883.
Hopfield, J J (April 1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy of Sciences. 79 (8): 2554–2558. Bibcode:1982PNAS...79.2554H. doi:10.1073/pnas.79.8.2554. ISSN 0027-8424. PMC 346238. PMID 6953413.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687.
Cybenko, G. (1989-12-01). "Approximation by superpositions of a sigmoidal function". Mathematics of Control, Signals and Systems. 2 (4): 303–314. Bibcode:1989MCSS....2..303C. doi:10.1007/BF02551274. ISSN 1435-568X.

ieee.org

ieeexplore.ieee.org

Amari, S.-I. (November 1972). "Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements". IEEE Transactions on Computers. C-21 (11): 1197–1206. doi:10.1109/T-C.1972.223477. ISSN 0018-9340.

lscp.net

Smolensky, Paul (1990). "Tensor Product Variable Binding and the Representation of Symbolic Structures in Connectionist Systems" (PDF). Artificial Intelligence. 46 (1–2): 159–216. doi:10.1016/0004-3702(90)90007-M.

nature.com

Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687.

nih.gov

pubmed.ncbi.nlm.nih.gov

Zorzi, Marco; Testolin, Alberto; Stoianov, Ivilin P. (2013-08-20). "Modeling language and cognition with deep unsupervised learning: a tutorial overview". Frontiers in Psychology. 4: 515. doi:10.3389/fpsyg.2013.00515. ISSN 1664-1078. PMC 3747356. PMID 23970869.
Crick, Francis (January 1989). "The recent excitement about neural networks". Nature. 337 (6203): 129–132. Bibcode:1989Natur.337..129C. doi:10.1038/337129a0. ISSN 1476-4687. PMID 2911347. S2CID 5892527.
Fitz, Hartmut; Chang, Franklin (2019-06-01). "Language ERPs reflect learning through prediction error propagation". Cognitive Psychology. 111: 15–52. doi:10.1016/j.cogpsych.2019.03.002. hdl:21.11116/0000-0003-474F-6. ISSN 0010-0285. PMID 30921626. S2CID 85501792.
Hopfield, J J (April 1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy of Sciences. 79 (8): 2554–2558. Bibcode:1982PNAS...79.2554H. doi:10.1073/pnas.79.8.2554. ISSN 0027-8424. PMC 346238. PMID 6953413.
Van Gelder, Tim (1998), "The dynamical hypothesis in cognitive science", Behavioral and Brain Sciences, 21 (5): 615–28, discussion 629–65, doi:10.1017/S0140525X98001733, PMID 10097022, retrieved 28 May 2022
Beer, Randall D. (March 2000). "Dynamical approaches to cognitive science". Trends in Cognitive Sciences. 4 (3): 91–99. doi:10.1016/s1364-6613(99)01440-0. ISSN 1364-6613. PMID 10689343. S2CID 16515284.

ncbi.nlm.nih.gov

Zorzi, Marco; Testolin, Alberto; Stoianov, Ivilin P. (2013-08-20). "Modeling language and cognition with deep unsupervised learning: a tutorial overview". Frontiers in Psychology. 4: 515. doi:10.3389/fpsyg.2013.00515. ISSN 1664-1078. PMC 3747356. PMID 23970869.
Hopfield, J J (April 1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy of Sciences. 79 (8): 2554–2558. Bibcode:1982PNAS...79.2554H. doi:10.1073/pnas.79.8.2554. ISSN 0027-8424. PMC 346238. PMID 6953413.

sagepub.com

journals.sagepub.com

Olazaran, Mikel (August 1996). "A Sociological Study of the Official History of the Perceptrons Controversy". Social Studies of Science. 26 (3): 611–659. doi:10.1177/030631296026003005. ISSN 0306-3127.

sciencedirect.com

Olazaran, Mikel (1993-01-01), "A Sociological History of the Neural Network Controversy", in Yovits, Marshall C. (ed.), Advances in Computers Volume 37, vol. 37, Elsevier, pp. 335–425, doi:10.1016/S0065-2458(08)60408-8, ISBN 978-0-12-012137-3, retrieved 2024-08-07

semanticscholar.org

api.semanticscholar.org

Berkeley, Istvan S. N. (2019). "The Curious Case of Connectionism". Open Philosophy. 2019 (2): 190–205. doi:10.1515/opphil-2019-0018. S2CID 201061823.
Schneider, Walter (1987). "Connectionism: Is it a Paradigm Shift for Psychology?". Behavior Research Methods, Instruments, & Computers. 19: 73–83. doi:10.1515/opphil-2019-0018. S2CID 201061823.
Di Paolo, E.A (1 January 2003). "Organismically-inspired robotics: homeostatic adaptation and teleology beyond the closed sensorimotor loop" (PDF). Dynamical Systems Approach to Embodiment and Sociality, Advanced Knowledge International. University of Sussex. S2CID 15349751. Retrieved 29 December 2023.
Crick, Francis (January 1989). "The recent excitement about neural networks". Nature. 337 (6203): 129–132. Bibcode:1989Natur.337..129C. doi:10.1038/337129a0. ISSN 1476-4687. PMID 2911347. S2CID 5892527.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687. S2CID 205001834.
Fitz, Hartmut; Chang, Franklin (2019-06-01). "Language ERPs reflect learning through prediction error propagation". Cognitive Psychology. 111: 15–52. doi:10.1016/j.cogpsych.2019.03.002. hdl:21.11116/0000-0003-474F-6. ISSN 0010-0285. PMID 30921626. S2CID 85501792.
Caldwell, Bruce (2004). "Some Reflections on F.A. Hayek's The Sensory Order". Journal of Bioeconomics. 6 (3): 239–254. doi:10.1007/s10818-004-5505-9. ISSN 1387-6996. S2CID 144437624.
Shastri, Lokendra; Ajjanagadde, Venkat (September 1993). "From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony". Behavioral and Brain Sciences. 16 (3): 417–451. doi:10.1017/S0140525X00030910. ISSN 1469-1825. S2CID 14973656.
Beer, Randall D. (March 2000). "Dynamical approaches to cognitive science". Trends in Cognitive Sciences. 4 (3): 91–99. doi:10.1016/s1364-6613(99)01440-0. ISSN 1364-6613. PMID 10689343. S2CID 16515284.

sjsu.edu

scholarworks.sjsu.edu

Tieszen, R. (2011). "Analytic and Continental Philosophy, Science, and Global Philosophy". Comparative Philosophy. 2 (2): 4–22. Retrieved 29 December 2023.

springer.com

link.springer.com

Caldwell, Bruce (2004). "Some Reflections on F.A. Hayek's The Sensory Order". Journal of Bioeconomics. 6 (3): 239–254. doi:10.1007/s10818-004-5505-9. ISSN 1387-6996. S2CID 144437624.

stanford.edu

plato.stanford.edu

Garson, James (27 November 2018). Zalta, Edward N. (ed.). The Stanford Encyclopedia of Philosophy. Metaphysics Research Lab, Stanford University – via Stanford Encyclopedia of Philosophy.

sussex.ac.uk

users.sussex.ac.uk

Di Paolo, E.A (1 January 2003). "Organismically-inspired robotics: homeostatic adaptation and teleology beyond the closed sensorimotor loop" (PDF). Dynamical Systems Approach to Embodiment and Sociality, Advanced Knowledge International. University of Sussex. S2CID 15349751. Retrieved 29 December 2023.

umich.edu

www-personal.umich.edu

Ellis, Nick C. (1998). "Emergentism, Connectionism and Language Learning" (PDF). Language Learning. 48 (4): 631–664. doi:10.1111/0023-8333.00063.

utm.edu

iep.utm.edu

"Internet Encyclopedia of Philosophy". iep.utm.edu. Retrieved 2023-08-19.

web.archive.org

pp 124-129, Olazaran Rodriguez, Jose Miguel. A historical sociology of neural network research. PhD Dissertation. University of Edinburgh, 1991.

worldcat.org

search.worldcat.org

McCulloch, Warren S.; Pitts, Walter (1943-12-01). "A logical calculus of the ideas immanent in nervous activity". The Bulletin of Mathematical Biophysics. 5 (4): 115–133. doi:10.1007/BF02478259. ISSN 1522-9602.
Novo, María-Luisa; Alsina, Ángel; Marbán, José-María; Berciano, Ainhoa (2017). "Connective Intelligence for Childhood Mathematics Education". Comunicar (in Spanish). 25 (52): 29–39. doi:10.3916/c52-2017-03. hdl:10272/14085. ISSN 1134-3478.
Zorzi, Marco; Testolin, Alberto; Stoianov, Ivilin P. (2013-08-20). "Modeling language and cognition with deep unsupervised learning: a tutorial overview". Frontiers in Psychology. 4: 515. doi:10.3389/fpsyg.2013.00515. ISSN 1664-1078. PMC 3747356. PMID 23970869.
Crick, Francis (January 1989). "The recent excitement about neural networks". Nature. 337 (6203): 129–132. Bibcode:1989Natur.337..129C. doi:10.1038/337129a0. ISSN 1476-4687. PMID 2911347. S2CID 5892527.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687. S2CID 205001834.
Fitz, Hartmut; Chang, Franklin (2019-06-01). "Language ERPs reflect learning through prediction error propagation". Cognitive Psychology. 111: 15–52. doi:10.1016/j.cogpsych.2019.03.002. hdl:21.11116/0000-0003-474F-6. ISSN 0010-0285. PMID 30921626. S2CID 85501792.
McCulloch, Warren S.; Pitts, Walter (1943-12-01). "A logical calculus of the ideas immanent in nervous activity". The Bulletin of Mathematical Biophysics. 5 (4): 115–133. doi:10.1007/BF02478259. ISSN 1522-9602.
Caldwell, Bruce (2004). "Some Reflections on F.A. Hayek's The Sensory Order". Journal of Bioeconomics. 6 (3): 239–254. doi:10.1007/s10818-004-5505-9. ISSN 1387-6996. S2CID 144437624.
Amari, S.-I. (November 1972). "Learning Patterns and Pattern Sequences by Self-Organizing Nets of Threshold Elements". IEEE Transactions on Computers. C-21 (11): 1197–1206. doi:10.1109/T-C.1972.223477. ISSN 0018-9340.
Olazaran, Mikel (August 1996). "A Sociological Study of the Official History of the Perceptrons Controversy". Social Studies of Science. 26 (3): 611–659. doi:10.1177/030631296026003005. ISSN 0306-3127.
Hopfield, J J (April 1982). "Neural networks and physical systems with emergent collective computational abilities". Proceedings of the National Academy of Sciences. 79 (8): 2554–2558. Bibcode:1982PNAS...79.2554H. doi:10.1073/pnas.79.8.2554. ISSN 0027-8424. PMC 346238. PMID 6953413.
Rumelhart, David E.; Hinton, Geoffrey E.; Williams, Ronald J. (October 1986). "Learning representations by back-propagating errors". Nature. 323 (6088): 533–536. Bibcode:1986Natur.323..533R. doi:10.1038/323533a0. ISSN 1476-4687.
Cybenko, G. (1989-12-01). "Approximation by superpositions of a sigmoidal function". Mathematics of Control, Signals and Systems. 2 (4): 303–314. Bibcode:1989MCSS....2..303C. doi:10.1007/BF02551274. ISSN 1435-568X.
Chang, Franklin (2002). "Symbolically speaking: a connectionist model of sentence production". Cognitive Science. 26 (5): 609–651. doi:10.1207/s15516709cog2605_3. ISSN 1551-6709.
Shastri, Lokendra; Ajjanagadde, Venkat (September 1993). "From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony". Behavioral and Brain Sciences. 16 (3): 417–451. doi:10.1017/S0140525X00030910. ISSN 1469-1825. S2CID 14973656.
Beer, Randall D. (March 2000). "Dynamical approaches to cognitive science". Trends in Cognitive Sciences. 4 (3): 91–99. doi:10.1016/s1364-6613(99)01440-0. ISSN 1364-6613. PMID 10689343. S2CID 16515284.
Zhang, Heng; Jiang, Guifei; Quan, Donghui (2025-04-11). "A Theory of Formalisms for Representing Knowledge". Proceedings of the AAAI Conference on Artificial Intelligence. 39 (14): 15257–15264. arXiv:2412.11855. doi:10.1609/aaai.v39i14.33674. ISSN 2374-3468.